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From "Makoto Yui (JIRA)" <>
Subject [jira] [Commented] (HIVEMALL-134) Create Stanalone API for Scala/Java
Date Fri, 14 Jul 2017 05:49:00 GMT


Makoto Yui commented on HIVEMALL-134:

I'm considering to create a general "Classifier"/"Regressor" (scikit's Estimator) interface
having minimum I/F like fit/predict.

I guess it is particularly beneficial for online streaming applications.

* v0.6 provide standalone APIs for Java/Scala.
* v0.7 provide REST APIs for learning/prediction (API server could be run as a YARN application,
or an application on a Docker container).

Based on standalone API, we can optionally implement a Smile extension.

> Create Stanalone API for Scala/Java
> -----------------------------------
>                 Key: HIVEMALL-134
>                 URL:
>             Project: Hivemall
>          Issue Type: Wish
>            Reporter: Makoto Yui
> Standalone API of Hivemall would be useful for standalone application with enough local
> A good example of a standalone API is Smile's Scala API.

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